#install.packages("pavo")
library("pavo")
Welcome to pavo 2! Take a look at the latest features (and update your bibliography) in our recent publication: Maia R., Gruson H., Endler J. A., White T. E. (2019) pavo 2: new tools for the spectral and spatial analysis of colour in R. Methods in Ecology and Evolution, 10, 1097-1107.
library("dplyr")

Attaching package: 㤼㸱dplyr㤼㸲

The following objects are masked from 㤼㸱package:stats㤼㸲:

    filter, lag

The following objects are masked from 㤼㸱package:base㤼㸲:

    intersect, setdiff, setequal, union
library("anchors")
Loading required package: rgenoud
##  rgenoud (Version 5.8-3.0, Build Date: 2019-01-22)
##  See http://sekhon.berkeley.edu/rgenoud for additional documentation.
##  Please cite software as:
##   Walter Mebane, Jr. and Jasjeet S. Sekhon. 2011.
##   ``Genetic Optimization Using Derivatives: The rgenoud package for R.''
##   Journal of Statistical Software, 42(11): 1-26. 
##

Loading required package: MASS

Attaching package: 㤼㸱MASS㤼㸲

The following object is masked from 㤼㸱package:dplyr㤼㸲:

    select


##  anchors (Version 3.0-8, Build Date: 2014-02-24)
##  See http://wand.stanford.edu/anchors for additional documentation and support.
library("ggplot2")
Keep up to date with changes at https://www.tidyverse.org/blog/
library("gridExtra")

Attaching package: 㤼㸱gridExtra㤼㸲

The following object is masked from 㤼㸱package:dplyr㤼㸲:

    combine
getwd()
[1] "C:/Users/emmid/Desktop/Spec_Analysis"

Step 1: Organization and Processing

#create a data frame that includes frog IDs and path to directory with spec data

frog_dirs <- dir(path="SpecData", recursive=TRUE, include.dirs=TRUE, pattern= "(^\\d{1,}\\w{0,1}$)|(^..\\d$)")

spec_dirs<- file.path("SpecData", frog_dirs)

frog_IDs <- read.table(file.path("SpecData/Frog_IDs.txt"), header = TRUE, stringsAsFactors=FALSE)

spec_dirs_IDs <- mutate(frog_IDs, path=spec_dirs)
spec_dirs_IDs
#create a function to analyze and visualize spec data for each frog
    dorsum_summary_total <- data.frame()
    hindlimb_summary_total <- data.frame()
    forelimb_summary_total <- data.frame()


for (y in c(1:91)) 
{
  specs <- getspec(where=spec_dirs_IDs[y,2], ext='txt', lim=c(400,1041), subdir=TRUE, subdir.names=TRUE)
  specs_graph <- explorespec(specs, ylim=c(0,50))
  frog_ID <- spec_dirs_IDs[y,1]
  #subset spec data for body region
  #combine spec data within region and take the average
  #apply LOESS smoothing, make neg values 0
  #plot spectral curve
  
  specs_dorsum <- na.omit(subset(specs, subset=c("a", "b", "c", "d", "e", "f", "p", "q")))
  count_dorsum <- (ncol(specs_dorsum)-1)
  dorsum_agg <- aggspec(specs_dorsum, by=count_dorsum, FUN="mean")
  dorsum_agg_smooth <- procspec(dorsum_agg, opt="smooth", fixneg="zero", span=0.15)
  dorsum_summary <- summary(dorsum_agg_smooth, subset = c("B2","S1Y", "S1R","H1"), wlmin=450, wlmax=950)
  dorsum_summary$Individual_ID <- frog_ID
  dorsum_summary_total <- rbind(dorsum_summary_total, dorsum_summary)
  if (count_dorsum > 1)
  {
    dorsum_agg_plot <- aggplot(specs_dorsum, by=count_dorsum, ylim=c(0,50), xlim=c(450,950))
  }
  if (count_dorsum == 1)
  {
    dorsum_agg_plot <- plot(specs_dorsum, ylim=c(0,50), xlim=c(450,950))
  }  
  
  specs_hindlimb <- na.omit(subset(specs, subset=c("g","h")))
  count_hindlimb <- (ncol(specs_hindlimb)-1)
  if (count_hindlimb == 2) 
  {
    hindlimb_agg_plot <- aggplot(specs_hindlimb, by=count_hindlimb, ylim=c(0,50), xlim=c(450,950))
    specs_hindlimb <- aggspec(specs_hindlimb, by=2, FUN="mean")
  }
  if (count_hindlimb == 2 || count_hindlimb == 1)
  {
    hindlimb_agg_smooth <- procspec(specs_hindlimb, opt="smooth", fixneg="zero", span=0.15)
    hindlimb_summary <- summary(hindlimb_agg_smooth, subset = c("B2", "S1G", "S1R","H1"), wlmin=450, wlmax=950)
    hindlimb_summary$Individual_ID <- frog_ID
    hindlimb_summary_total <- rbind(hindlimb_summary_total, hindlimb_summary)
  }
  if (count_hindlimb == 1)
  {
    hindlimb_plot <- plot(specs_hindlimb, ylim=c(0,50), xlim=c(450,950))
  }
  
  specs_forelimb <- na.omit(subset(specs, subset=c("n", "o")))
  count_forelimb <- (ncol(specs_forelimb)-1)
  if (count_forelimb == 2) 
  {
    forelimb_agg_plot <- aggplot(specs_forelimb, by=count_forelimb, ylim=c(0,50), xlim=c(450,950))
    specs_forelimb <- aggspec(specs_forelimb, by=2, FUN="mean")
  }
  if (count_forelimb == 2 || count_forelimb == 1)
  {
    forelimb_agg_smooth <- procspec(specs_forelimb, opt="smooth", fixneg="zero", span=0.15)
    forelimb_summary <- summary(forelimb_agg_smooth, subset = c("B2", "S1G", "S1R","H1"), wlmin=450, wlmax=950)
    forelimb_summary$Individual_ID <- frog_ID
    forelimb_summary_total <- rbind(forelimb_summary_total, forelimb_summary)
  }
    if (count_forelimb == 1)
  {
    forelimb_plot <- plot(specs_forelimb, ylim=c(0,50), xlim=c(450,950))
  }
}
15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm14 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |=============                                                                            |  14%
  |                                                                                               
  |===================                                                                      |  21%
  |                                                                                               
  |=========================                                                                |  29%
  |                                                                                               
  |================================                                                         |  36%
  |                                                                                               
  |======================================                                                   |  43%
  |                                                                                               
  |============================================                                             |  50%
  |                                                                                               
  |===================================================                                      |  57%
  |                                                                                               
  |=========================================================                                |  64%
  |                                                                                               
  |================================================================                         |  71%
  |                                                                                               
  |======================================================================                   |  79%
  |                                                                                               
  |============================================================================             |  86%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm14 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |=============                                                                            |  14%
  |                                                                                               
  |===================                                                                      |  21%
  |                                                                                               
  |=========================                                                                |  29%
  |                                                                                               
  |================================                                                         |  36%
  |                                                                                               
  |======================================                                                   |  43%
  |                                                                                               
  |============================================                                             |  50%
  |                                                                                               
  |===================================================                                      |  57%
  |                                                                                               
  |=========================================================                                |  64%
  |                                                                                               
  |================================================================                         |  71%
  |                                                                                               
  |======================================================================                   |  79%
  |                                                                                               
  |============================================================================             |  86%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm5 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

Subset condition not found15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm12 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |=======                                                                                  |   8%
  |                                                                                               
  |===============                                                                          |  17%
  |                                                                                               
  |======================                                                                   |  25%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |=====================================                                                    |  42%
  |                                                                                               
  |============================================                                             |  50%
  |                                                                                               
  |====================================================                                     |  58%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |===================================================================                      |  75%
  |                                                                                               
  |==========================================================================               |  83%
  |                                                                                               
  |==================================================================================       |  92%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm10 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |=========                                                                                |  10%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |===========================                                                              |  30%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |============================================                                             |  50%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |==============================================================                           |  70%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |================================================================================         |  90%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

8 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |===========                                                                              |  12%
  |                                                                                               
  |======================                                                                   |  25%
  |                                                                                               
  |=================================                                                        |  38%
  |                                                                                               
  |============================================                                             |  50%
  |                                                                                               
  |========================================================                                 |  62%
  |                                                                                               
  |===================================================================                      |  75%
  |                                                                                               
  |==============================================================================           |  88%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

Subset condition not found12 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |=======                                                                                  |   8%
  |                                                                                               
  |===============                                                                          |  17%
  |                                                                                               
  |======================                                                                   |  25%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |=====================================                                                    |  42%
  |                                                                                               
  |============================================                                             |  50%
  |                                                                                               
  |====================================================                                     |  58%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |===================================================================                      |  75%
  |                                                                                               
  |==========================================================================               |  83%
  |                                                                                               
  |==================================================================================       |  92%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm6 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |===============                                                                          |  17%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |============================================                                             |  50%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |==========================================================================               |  83%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

Subset condition not found15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm7 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |=============                                                                            |  14%
  |                                                                                               
  |=========================                                                                |  29%
  |                                                                                               
  |======================================                                                   |  43%
  |                                                                                               
  |===================================================                                      |  57%
  |                                                                                               
  |================================================================                         |  71%
  |                                                                                               
  |============================================================================             |  86%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

Subset condition not found8 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |===========                                                                              |  12%
  |                                                                                               
  |======================                                                                   |  25%
  |                                                                                               
  |=================================                                                        |  38%
  |                                                                                               
  |============================================                                             |  50%
  |                                                                                               
  |========================================================                                 |  62%
  |                                                                                               
  |===================================================================                      |  75%
  |                                                                                               
  |==============================================================================           |  88%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

Subset condition not found7 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |=============                                                                            |  14%
  |                                                                                               
  |=========================                                                                |  29%
  |                                                                                               
  |======================================                                                   |  43%
  |                                                                                               
  |===================================================                                      |  57%
  |                                                                                               
  |================================================================                         |  71%
  |                                                                                               
  |============================================================================             |  86%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

11 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |========                                                                                 |   9%
  |                                                                                               
  |================                                                                         |  18%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |================================                                                         |  36%
  |                                                                                               
  |========================================                                                 |  45%
  |                                                                                               
  |=================================================                                        |  55%
  |                                                                                               
  |=========================================================                                |  64%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=========================================================================                |  82%
  |                                                                                               
  |=================================================================================        |  91%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm6 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |===============                                                                          |  17%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |============================================                                             |  50%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |==========================================================================               |  83%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nmprocessing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

7 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |=============                                                                            |  14%
  |                                                                                               
  |=========================                                                                |  29%
  |                                                                                               
  |======================================                                                   |  43%
  |                                                                                               
  |===================================================                                      |  57%
  |                                                                                               
  |================================================================                         |  71%
  |                                                                                               
  |============================================================================             |  86%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm8 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |===========                                                                              |  12%
  |                                                                                               
  |======================                                                                   |  25%
  |                                                                                               
  |=================================                                                        |  38%
  |                                                                                               
  |============================================                                             |  50%
  |                                                                                               
  |========================================================                                 |  62%
  |                                                                                               
  |===================================================================                      |  75%
  |                                                                                               
  |==============================================================================           |  88%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

Subset condition not foundprocessing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

7 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |=============                                                                            |  14%
  |                                                                                               
  |=========================                                                                |  29%
  |                                                                                               
  |======================================                                                   |  43%
  |                                                                                               
  |===================================================                                      |  57%
  |                                                                                               
  |================================================================                         |  71%
  |                                                                                               
  |============================================================================             |  86%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm14 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |=============                                                                            |  14%
  |                                                                                               
  |===================                                                                      |  21%
  |                                                                                               
  |=========================                                                                |  29%
  |                                                                                               
  |================================                                                         |  36%
  |                                                                                               
  |======================================                                                   |  43%
  |                                                                                               
  |============================================                                             |  50%
  |                                                                                               
  |===================================================                                      |  57%
  |                                                                                               
  |=========================================================                                |  64%
  |                                                                                               
  |================================================================                         |  71%
  |                                                                                               
  |======================================================================                   |  79%
  |                                                                                               
  |============================================================================             |  86%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm10 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |=========                                                                                |  10%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |===========================                                                              |  30%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |============================================                                             |  50%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |==============================================================                           |  70%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |================================================================================         |  90%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nmSubset condition not found5 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

Subset condition not found5 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

Subset condition not found8 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |===========                                                                              |  12%
  |                                                                                               
  |======================                                                                   |  25%
  |                                                                                               
  |=================================                                                        |  38%
  |                                                                                               
  |============================================                                             |  50%
  |                                                                                               
  |========================================================                                 |  62%
  |                                                                                               
  |===================================================================                      |  75%
  |                                                                                               
  |==============================================================================           |  88%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm9 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |==========                                                                               |  11%
  |                                                                                               
  |====================                                                                     |  22%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |========================================                                                 |  44%
  |                                                                                               
  |=================================================                                        |  56%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=====================================================================                    |  78%
  |                                                                                               
  |===============================================================================          |  89%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm7 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |=============                                                                            |  14%
  |                                                                                               
  |=========================                                                                |  29%
  |                                                                                               
  |======================================                                                   |  43%
  |                                                                                               
  |===================================================                                      |  57%
  |                                                                                               
  |================================================================                         |  71%
  |                                                                                               
  |============================================================================             |  86%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nmSubset condition not found15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm6 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |===============                                                                          |  17%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |============================================                                             |  50%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |==========================================================================               |  83%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

Subset condition not found3 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

Subset condition not foundprocessing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

10 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |=========                                                                                |  10%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |===========================                                                              |  30%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |============================================                                             |  50%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |==============================================================                           |  70%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |================================================================================         |  90%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nmprocessing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

8 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |===========                                                                              |  12%
  |                                                                                               
  |======================                                                                   |  25%
  |                                                                                               
  |=================================                                                        |  38%
  |                                                                                               
  |============================================                                             |  50%
  |                                                                                               
  |========================================================                                 |  62%
  |                                                                                               
  |===================================================================                      |  75%
  |                                                                                               
  |==============================================================================           |  88%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

Subset condition not foundSubset condition not found6 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |===============                                                                          |  17%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |============================================                                             |  50%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |==========================================================================               |  83%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

Subset condition not foundSubset condition not found3 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

Subset condition not foundSubset condition not found9 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |==========                                                                               |  11%
  |                                                                                               
  |====================                                                                     |  22%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |========================================                                                 |  44%
  |                                                                                               
  |=================================================                                        |  56%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=====================================================================                    |  78%
  |                                                                                               
  |===============================================================================          |  89%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

8 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |===========                                                                              |  12%
  |                                                                                               
  |======================                                                                   |  25%
  |                                                                                               
  |=================================                                                        |  38%
  |                                                                                               
  |============================================                                             |  50%
  |                                                                                               
  |========================================================                                 |  62%
  |                                                                                               
  |===================================================================                      |  75%
  |                                                                                               
  |==============================================================================           |  88%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

Subset condition not found10 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |=========                                                                                |  10%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |===========================                                                              |  30%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |============================================                                             |  50%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |==============================================================                           |  70%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |================================================================================         |  90%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm5 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

9 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |==========                                                                               |  11%
  |                                                                                               
  |====================                                                                     |  22%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |========================================                                                 |  44%
  |                                                                                               
  |=================================================                                        |  56%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=====================================================================                    |  78%
  |                                                                                               
  |===============================================================================          |  89%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nmSubset condition not found15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm15 files found; importing spectra:

  |                                                                                               
  |                                                                                         |   0%
  |                                                                                               
  |======                                                                                   |   7%
  |                                                                                               
  |============                                                                             |  13%
  |                                                                                               
  |==================                                                                       |  20%
  |                                                                                               
  |========================                                                                 |  27%
  |                                                                                               
  |==============================                                                           |  33%
  |                                                                                               
  |====================================                                                     |  40%
  |                                                                                               
  |==========================================                                               |  47%
  |                                                                                               
  |===============================================                                          |  53%
  |                                                                                               
  |=====================================================                                    |  60%
  |                                                                                               
  |===========================================================                              |  67%
  |                                                                                               
  |=================================================================                        |  73%
  |                                                                                               
  |=======================================================================                  |  80%
  |                                                                                               
  |=============================================================================            |  87%
  |                                                                                               
  |===================================================================================      |  93%
  |                                                                                               
  |=========================================================================================| 100%
                                                                                                  

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

processing options applied:
smoothing spectra with a span of 0.15
Negative value correction: converted negative values to zero
cannot calculate blue chroma; wavelength range not between 400 and 510 nmcannot calculate UV chroma; wavelength range not below 400 nmcannot calculate violet chroma; wavelength below 415 nm

    dorsum_summary_total
    hindlimb_summary_total
    forelimb_summary_total
write.table(dorsum_summary_total, file="Spec_Results/dorsum_summary.txt", sep="\t", row.names = FALSE, na="x", col.names = TRUE, quote=FALSE)
write.table(hindlimb_summary_total, file="Spec_Results/hindlimb_summary.txt", sep="\t", row.names = FALSE, na="x", col.names = TRUE, quote=FALSE)
individual_key <- read.csv("SpecData/Individual_Key.csv")
individual_key
pedigree_info <- read.csv("pedigree_info_new.csv", colClasses = "character")
pedigree_info <- transform(pedigree_info, rotation_score = as.numeric(rotation_score))
pedigree_info
ped_dorsum <- merge(pedigree_info, dorsum_summary_total, by.y="Individual_ID", no.dups=TRUE, all.x=TRUE)
ped_dorsum <- ped_dorsum[,c(2,1,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18)]
ped_dorsum

ped_forelimb <- merge(pedigree_info, forelimb_summary_total, by.y="Individual_ID", no.dups=TRUE, all.x=TRUE)
ped_forelimb <- ped_forelimb[,c(2,1,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18)]
ped_forelimb

ped_hindlimb <- merge(pedigree_info, hindlimb_summary_total, by.y="Individual_ID", no.dups=TRUE, all.x=TRUE)
ped_hindlimb <- ped_hindlimb[,c(2,1,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18)]
ped_hindlimb

Find average phenotypes for purebred individuals and input those values for purebred individuals with missing phenotypes

Hu_dorsum <- ped_dorsum[1:3,(15:18)]
Hu_dorsum_means <- as.data.frame(colMeans(Hu_dorsum, na.rm=TRUE))
ped_dorsum[3,15:18]=Hu_dorsum_means[1:4,1]
ped_dorsum

Hu_forelimb <- ped_forelimb[1:3,(15:18)]
Hu_forelimb_means <- as.data.frame(colMeans(Hu_forelimb, na.rm=TRUE))
ped_forelimb[3,15:18]=Hu_forelimb_means[1:4,1]
ped_forelimb

Hu_hindlimb <- ped_hindlimb[1:3,(15:18)]
Hu_hindlimb_means <- as.data.frame(colMeans(Hu_hindlimb, na.rm=TRUE))
ped_hindlimb[3,15:18]=Hu_hindlimb_means[1:4,1]
ped_hindlimb


Sa_dorsum <- ped_dorsum[c(4,22,70),(14:18)]
Sa_dorsum_means <- as.data.frame(colMeans(Sa_dorsum, na.rm=TRUE))
ped_dorsum[70,14:18]=Sa_dorsum_means[1:5,1]
ped_dorsum

Sa_forelimb <- ped_forelimb[c(4,22,70),(14:18)]
Sa_forelimb_means <- as.data.frame(colMeans(Sa_forelimb, na.rm=TRUE))
ped_forelimb[70,14:18]=Sa_forelimb_means[1:5,1]
ped_forelimb

Sa_hindlimb <- ped_hindlimb[c(4,22,70),(14:18)]
Sa_hindlimb_means <- as.data.frame(colMeans(Sa_hindlimb, na.rm=TRUE))
ped_hindlimb[70,14:18]=Sa_hindlimb_means[1:5,1]
ped_hindlimb
NA
write.table(ped_dorsum, file="Spec_Results/Ped_Files/ped_dorsum.txt", sep="\t", row.names = FALSE, na="", col.names = TRUE, quote=FALSE)
write.table(ped_forelimb, file="Spec_Results/Ped_Files/ped_forelimb.txt", sep="\t", row.names = FALSE, na="", col.names = TRUE, quote=FALSE)
write.table(ped_hindlimb, file="Spec_Results/Ped_Files/ped_hindlimb.txt", sep="\t", row.names = FALSE, na="", col.names = TRUE, quote=FALSE)

Change IDs to numbers for easier Merlin analysis

ped_dorsum_nums <- ped_dorsum
for (y in c(1:88))
{ped_dorsum_nums <- replace.value(ped_dorsum_nums, c("Individual_ID", "Parent_1", "Parent_2"), from=individual_key[y,1], to=individual_key[y,2])}
ped_forelimb_nums <- ped_forelimb
for (y in c(1:88))
{ped_forelimb_nums <- replace.value(ped_forelimb_nums, c("Individual_ID", "Parent_1", "Parent_2"), from=individual_key[y,1], to=individual_key[y,2])}
ped_hindlimb_nums <- ped_hindlimb
for (y in c(1:88))
{ped_hindlimb_nums <- replace.value(ped_hindlimb_nums, c("Individual_ID", "Parent_1", "Parent_2"), from=individual_key[y,1], to=individual_key[y,2])}
write.table(ped_dorsum_nums, file="Spec_Results/Ped_Files/ped_dorsum_all.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
write.table(ped_forelimb_nums, file="Spec_Results/Ped_Files/ped_forelimb_all.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
write.table(ped_hindlimb_nums, file="Spec_Results/Ped_Files/ped_hindlimb_all.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)

Separate ASIP ped file and save

ped_dorsum_asip <- subset(ped_dorsum_nums, select=c(Fam:asip2, rotation_score:H1))
ped_dorsum_asip

ped_forelimb_asip <- subset(ped_forelimb_nums, select=c(Fam:asip2, B2:H1))
ped_forelimb_asip

ped_hindlimb_asip <- subset(ped_hindlimb_nums, select=c(Fam:asip2, B2:H1))
ped_hindlimb_asip
write.table(ped_dorsum_asip, file="Spec_Results/Ped_Files/ped_dorsum_asip.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
write.table(ped_forelimb_asip, file="Spec_Results/Ped_Files/ped_forelimb_asip.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
write.table(ped_hindlimb_asip, file="Spec_Results/Ped_Files/ped_hindlimb_asip.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)

Separate mc1r ped file and save

ped_dorsum_mc1r <- subset(ped_dorsum_nums, select= c(Fam:Sex,mc1r1:mc1r2, rotation_score:H1))
ped_dorsum_mc1r

ped_forelimb_mc1r <- subset(ped_forelimb_nums,select= c(Fam:Sex,mc1r1:mc1r2, B2:H1))
ped_forelimb_mc1r

ped_hindlimb_mc1r <- subset(ped_hindlimb_nums,select= c(Fam:Sex,mc1r1:mc1r2, B2:H1))
ped_hindlimb_mc1r
write.table(ped_dorsum_mc1r, file="Spec_Results/Ped_Files/ped_dorsum_mc1r.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
write.table(ped_forelimb_mc1r, file="Spec_Results/Ped_Files/ped_forelimb_mc1r.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
write.table(ped_hindlimb_mc1r, file="Spec_Results/Ped_Files/ped_hindlimb_mc1r.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)

Separate bsn2 ped file and save

ped_dorsum_bsn2 <- subset(ped_dorsum_nums, select= c(Fam:Sex,bsn2.1:bsn2.2, rotation_score:H1))
ped_dorsum_bsn2

ped_forelimb_bsn2 <- subset(ped_forelimb_nums,select= c(Fam:Sex,bsn2.1:bsn2.2, B2:H1))
ped_forelimb_bsn2

ped_hindlimb_bsn2 <- subset(ped_hindlimb_nums,select= c(Fam:Sex,bsn2.1:bsn2.2, B2:H1))
ped_hindlimb_bsn2
write.table(ped_dorsum_bsn2, file="Spec_Results/Ped_Files/ped_dorsum_bsn2.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
write.table(ped_forelimb_bsn2, file="Spec_Results/Ped_Files/ped_forelimb_bsn2.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
write.table(ped_hindlimb_bsn2, file="Spec_Results/Ped_Files/ped_hindlimb_bsn2.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)

separate retsat ped file and save

ped_dorsum_retsat <- subset(ped_dorsum_nums, select= c(Fam:Sex,retsat1:retsat2, rotation_score:H1))
ped_dorsum_retsat

ped_forelimb_retsat <- subset(ped_forelimb_nums, select= c(Fam:Sex,retsat1:retsat2, B2:H1))
ped_forelimb_retsat

ped_hindlimb_retsat <- subset(ped_hindlimb_nums, select= c(Fam:Sex,retsat1:retsat2, B2:H1))
ped_hindlimb_retsat
write.table(ped_dorsum_retsat, file="Spec_Results/Ped_Files/ped_dorsum_retsat.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
write.table(ped_forelimb_retsat, file="Spec_Results/Ped_Files/ped_forelimb_retsat.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
write.table(ped_hindlimb_retsat, file="Spec_Results/Ped_Files/ped_hindlimb_retsat.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
ped_dorsum_asip$genotype <- paste(ped_dorsum_asip$asip1,ped_dorsum_asip$asip2)
ped_dorsum_asip_new <- ped_dorsum_asip[ped_dorsum_asip$genotype!="x x",]
asip_rot <- ggplot(data=ped_dorsum_asip_new) + geom_boxplot(mapping=aes(x=genotype, y=rotation_score)) + ggtitle("Asip: Rotation")
ped_dorsum_asip$genotype <- paste(ped_dorsum_asip$asip1,ped_dorsum_asip$asip2)
ped_dorsum_asip_new <- ped_dorsum_asip[ped_dorsum_asip$genotype!="x x",]

asip_B2 <- ggplot(data=ped_dorsum_asip_new) + geom_boxplot(mapping=aes(x=genotype, y=B2)) + ggtitle("Asip: Dorsal B2")
ped_dorsum_asip$genotype <- paste(ped_dorsum_asip$asip1,ped_dorsum_asip$asip2)
ped_dorsum_asip_new <- ped_dorsum_asip[ped_dorsum_asip$genotype!="x x",]

asip_S1R <- ggplot(data=ped_dorsum_asip_new) + geom_boxplot(mapping=aes(x=genotype, y=S1R)) + ggtitle("Asip: Dorsal S1R")
#png(file="C:/Users/emmid/Desktop/Research/Figures/asip_tables.png")
grid.arrange(asip_rot, asip_B2, asip_S1R, nrow=2)

#dev.off()
ped_dorsum_bsn2$genotype <- paste(ped_dorsum_bsn2$bsn2.1,ped_dorsum_bsn2$bsn2.2)
ped_dorsum_bsn2_new <- ped_dorsum_bsn2[ped_dorsum_bsn2$genotype!="x x",]

bsn2_rot <- ggplot(data=ped_dorsum_bsn2_new) + geom_boxplot(mapping=aes(x=genotype, y=rotation_score)) + ggtitle("Bsn: Rotation")
ped_hindlimb_bsn2$genotype <- paste(ped_dorsum_bsn2$bsn2.1,ped_hindlimb_bsn2$bsn2.2)
ped_hindlimb_bsn2_new <- ped_hindlimb_bsn2[ped_hindlimb_bsn2$genotype!="x x",]
bsn2_S1G <- ggplot(data=ped_hindlimb_bsn2_new) + geom_boxplot(mapping=aes(x=genotype, y=S1G)) + ggtitle("Bsn: Hindlimb S1G")
#png(file="C:/Users/emmid/Desktop/Research/Figures/bsn2_tables.png")
grid.arrange(bsn2_rot, bsn2_S1G, ncol=2, widths=c(10,10), heights=c(10,10))

#dev.off()
ped_dorsum_mc1r$genotype <- paste(ped_dorsum_mc1r$mc1r1,ped_dorsum_mc1r$mc1r2)
ped_dorsum_mc1r_new <- ped_dorsum_mc1r[ped_dorsum_mc1r$genotype!="x x",]

mc1r_rot <- ggplot(data=ped_dorsum_mc1r_new) + geom_boxplot(mapping=aes(x=genotype, y=rotation_score)) + ggtitle("Mc1r: Rotation")
ped_hindlimb_mc1r$genotype <- paste(ped_hindlimb_mc1r$mc1r1,ped_hindlimb_mc1r$mc1r2)
ped_hindlimb_mc1r_new <- ped_hindlimb_mc1r[ped_hindlimb_mc1r$genotype!="x x",]

mc1r_B2 <- ggplot(data=ped_hindlimb_mc1r_new) + geom_boxplot(mapping=aes(x=genotype, y=B2)) + ggtitle("Mc1r: Hindlimb B2")
ped_hindlimb_mc1r$genotype <- paste(ped_hindlimb_mc1r$mc1r1,ped_hindlimb_mc1r$mc1r2)
ped_hindlimb_mc1r_new <- ped_hindlimb_mc1r[ped_hindlimb_mc1r$genotype!="x x",]

mc1r_S1R <- ggplot(data=ped_hindlimb_mc1r_new) + geom_boxplot(mapping=aes(x=genotype, y=S1R)) + ggtitle("Mc1r: Hindlimb S1R")
ped_hindlimb_mc1r$genotype <- paste(ped_hindlimb_mc1r$mc1r1,ped_hindlimb_mc1r$mc1r2)
ped_hindlimb_mc1r_new <- ped_hindlimb_mc1r[ped_hindlimb_mc1r$genotype!="x x",]

mc1r_H1 <- ggplot(data=ped_hindlimb_mc1r_new) + geom_boxplot(mapping=aes(x=genotype, y=H1)) + ggtitle("Mc1r: Hindlimb Hue")
#png(file="C:/Users/emmid/Desktop/Research/Figures/mc1r_tables.png")
grid.arrange(mc1r_rot, mc1r_B2, mc1r_S1R, nrow=2)

#dev.off()
ped_dorsum_retsat$genotype <- paste(ped_dorsum_retsat$retsat1,ped_dorsum_retsat$retsat2)
ped_dorsum_retsat_new <- ped_dorsum_retsat[ped_dorsum_retsat$genotype!="x x",]

retsat_rot <- ggplot(data=ped_dorsum_retsat_new) + geom_boxplot(mapping=aes(x=genotype, y=rotation_score)) + ggtitle("Retsat: Rotation")
ped_dorsum_retsat$genotype <- paste(ped_dorsum_retsat$retsat1,ped_dorsum_retsat$retsat2)
ped_dorsum_retsat_new <- ped_dorsum_retsat[ped_dorsum_retsat$genotype!="x x",]

retsat_S1Y <- ggplot(data=ped_dorsum_retsat_new) + geom_boxplot(mapping=aes(x=genotype, y=S1Y)) + ggtitle("Retsat: Dorsal S1Y")
ped_dorsum_retsat$genotype <- paste(ped_dorsum_retsat$retsat1,ped_dorsum_retsat$retsat2)
ped_dorsum_retsat_new <- ped_dorsum_retsat[ped_dorsum_retsat$genotype!="x x",]

retsat_S1R <- ggplot(data=ped_dorsum_retsat_new) + geom_boxplot(mapping=aes(x=genotype, y=S1R))  + ggtitle("Retsat: Dorsal Red")
ped_dorsum_retsat$genotype <- paste(ped_dorsum_retsat$retsat1,ped_dorsum_retsat$retsat2)
ped_dorsum_retsat_new <- ped_dorsum_retsat[ped_dorsum_retsat$genotype!="x x",]

retsat_H1 <- ggplot(data=ped_dorsum_retsat_new) + geom_boxplot(mapping=aes(x=genotype, y=H1))  + ggtitle("Retsat: Dorsal Hue")
#png(file="C:/Users/emmid/Desktop/Research/Figures/retsat_tables.png")
grid.arrange(retsat_rot, retsat_S1Y, retsat_H1, nrow=2)

#dev.off()
png(file="C:/Users/emmid/Desktop/Research/Figures/boxplots.png")
grid.arrange(asip_rot,asip_B2,bsn2_rot,mc1r_rot,mc1r_B2,retsat_rot,retsat_S1Y, ncol=3, widths=c(15,15,15))
dev.off()
null device 
          1 

asip_B2_new <- ggplot(data=ped_dorsum_asip_new) + geom_boxplot(mapping=aes(x=genotype, y=B2))+xlab("Asip genotype")+ylab("Dorsal Coloration")+theme(text= element_text(size=20))
asip_B2_new


mc1r_rot_new <- ggplot(data=ped_dorsum_mc1r_new) + geom_boxplot(mapping=aes(x=genotype, y=rotation_score))+xlab("Mc1r genotype")+ylab("Dorsal Pattern")+theme(text= element_text(size=20))
mc1r_rot_new

png(file="C:/Users/emmid/Desktop/Research/Figures/asip_boxplot.png")
asip_B2_new
dev.off()
png 
  2 
png(file="C:/Users/emmid/Desktop/Research/Figures/mc1r_boxplot.png")
mc1r_rot_new
dev.off()
png 
  2 

---
title: "PAVO Analysis"
output: html_notebook
author: Emily White

---

```{r}
#install.packages("pavo")
```

```{r}
library("pavo")
library("dplyr")
library("anchors")
library("ggplot2")
library("gridExtra")
```

```{r setup, include=FALSE}
knitr::opts_chunk$set(echo = TRUE)
knitr::opts_knit$set(root.dir = "C:/Users/emmid/Desktop/Spec_Analysis/")
```

```{r}
getwd()
```


Step 1: Organization and Processing

```{r}
#create a data frame that includes frog IDs and path to directory with spec data

frog_dirs <- dir(path="SpecData", recursive=TRUE, include.dirs=TRUE, pattern= "(^\\d{1,}\\w{0,1}$)|(^..\\d$)")

spec_dirs<- file.path("SpecData", frog_dirs)

frog_IDs <- read.table(file.path("SpecData/Frog_IDs.txt"), header = TRUE, stringsAsFactors=FALSE)

spec_dirs_IDs <- mutate(frog_IDs, path=spec_dirs)
spec_dirs_IDs
```

```{r}
#create a function to analyze and visualize spec data for each frog
    dorsum_summary_total <- data.frame()
    hindlimb_summary_total <- data.frame()
    forelimb_summary_total <- data.frame()


for (y in c(1:91)) 
{
  specs <- getspec(where=spec_dirs_IDs[y,2], ext='txt', lim=c(400,1041), subdir=TRUE, subdir.names=TRUE)
  specs_graph <- explorespec(specs, ylim=c(0,50))
  frog_ID <- spec_dirs_IDs[y,1]
  #subset spec data for body region
  #combine spec data within region and take the average
  #apply LOESS smoothing, make neg values 0
  #plot spectral curve
  
  specs_dorsum <- na.omit(subset(specs, subset=c("a", "b", "c", "d", "e", "f", "p", "q")))
  count_dorsum <- (ncol(specs_dorsum)-1)
  dorsum_agg <- aggspec(specs_dorsum, by=count_dorsum, FUN="mean")
  dorsum_agg_smooth <- procspec(dorsum_agg, opt="smooth", fixneg="zero", span=0.15)
  dorsum_summary <- summary(dorsum_agg_smooth, subset = c("B2","S1Y", "S1R","H1"), wlmin=450, wlmax=950)
  dorsum_summary$Individual_ID <- frog_ID
  dorsum_summary_total <- rbind(dorsum_summary_total, dorsum_summary)
  if (count_dorsum > 1)
  {
    dorsum_agg_plot <- aggplot(specs_dorsum, by=count_dorsum, ylim=c(0,50), xlim=c(450,950))
  }
  if (count_dorsum == 1)
  {
    dorsum_agg_plot <- plot(specs_dorsum, ylim=c(0,50), xlim=c(450,950))
  }  
  
  specs_hindlimb <- na.omit(subset(specs, subset=c("g","h")))
  count_hindlimb <- (ncol(specs_hindlimb)-1)
  if (count_hindlimb == 2) 
  {
    hindlimb_agg_plot <- aggplot(specs_hindlimb, by=count_hindlimb, ylim=c(0,50), xlim=c(450,950))
    specs_hindlimb <- aggspec(specs_hindlimb, by=2, FUN="mean")
  }
  if (count_hindlimb == 2 || count_hindlimb == 1)
  {
    hindlimb_agg_smooth <- procspec(specs_hindlimb, opt="smooth", fixneg="zero", span=0.15)
    hindlimb_summary <- summary(hindlimb_agg_smooth, subset = c("B2", "S1G", "S1R","H1"), wlmin=450, wlmax=950)
    hindlimb_summary$Individual_ID <- frog_ID
    hindlimb_summary_total <- rbind(hindlimb_summary_total, hindlimb_summary)
  }
  if (count_hindlimb == 1)
  {
    hindlimb_plot <- plot(specs_hindlimb, ylim=c(0,50), xlim=c(450,950))
  }
  
  specs_forelimb <- na.omit(subset(specs, subset=c("n", "o")))
  count_forelimb <- (ncol(specs_forelimb)-1)
  if (count_forelimb == 2) 
  {
    forelimb_agg_plot <- aggplot(specs_forelimb, by=count_forelimb, ylim=c(0,50), xlim=c(450,950))
    specs_forelimb <- aggspec(specs_forelimb, by=2, FUN="mean")
  }
  if (count_forelimb == 2 || count_forelimb == 1)
  {
    forelimb_agg_smooth <- procspec(specs_forelimb, opt="smooth", fixneg="zero", span=0.15)
    forelimb_summary <- summary(forelimb_agg_smooth, subset = c("B2", "S1G", "S1R","H1"), wlmin=450, wlmax=950)
    forelimb_summary$Individual_ID <- frog_ID
    forelimb_summary_total <- rbind(forelimb_summary_total, forelimb_summary)
  }
    if (count_forelimb == 1)
  {
    forelimb_plot <- plot(specs_forelimb, ylim=c(0,50), xlim=c(450,950))
  }
}
```

```{r}
    dorsum_summary_total
    hindlimb_summary_total
    forelimb_summary_total
```

```{r}
write.table(dorsum_summary_total, file="Spec_Results/dorsum_summary.txt", sep="\t", row.names = FALSE, na="x", col.names = TRUE, quote=FALSE)
write.table(hindlimb_summary_total, file="Spec_Results/hindlimb_summary.txt", sep="\t", row.names = FALSE, na="x", col.names = TRUE, quote=FALSE)
```


```{r}
individual_key <- read.csv("SpecData/Individual_Key.csv")
individual_key
```


```{r}
pedigree_info <- read.csv("pedigree_info_new.csv", colClasses = "character")
pedigree_info <- transform(pedigree_info, rotation_score = as.numeric(rotation_score))
pedigree_info
```

```{r}
ped_dorsum <- merge(pedigree_info, dorsum_summary_total, by.y="Individual_ID", no.dups=TRUE, all.x=TRUE)
ped_dorsum <- ped_dorsum[,c(2,1,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18)]
ped_dorsum

ped_forelimb <- merge(pedigree_info, forelimb_summary_total, by.y="Individual_ID", no.dups=TRUE, all.x=TRUE)
ped_forelimb <- ped_forelimb[,c(2,1,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18)]
ped_forelimb

ped_hindlimb <- merge(pedigree_info, hindlimb_summary_total, by.y="Individual_ID", no.dups=TRUE, all.x=TRUE)
ped_hindlimb <- ped_hindlimb[,c(2,1,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18)]
ped_hindlimb
```

Find average phenotypes for purebred individuals and input those values for purebred individuals with missing phenotypes
```{r}
Hu_dorsum <- ped_dorsum[1:3,(15:18)]
Hu_dorsum_means <- as.data.frame(colMeans(Hu_dorsum, na.rm=TRUE))
ped_dorsum[3,15:18]=Hu_dorsum_means[1:4,1]
ped_dorsum

Hu_forelimb <- ped_forelimb[1:3,(15:18)]
Hu_forelimb_means <- as.data.frame(colMeans(Hu_forelimb, na.rm=TRUE))
ped_forelimb[3,15:18]=Hu_forelimb_means[1:4,1]
ped_forelimb

Hu_hindlimb <- ped_hindlimb[1:3,(15:18)]
Hu_hindlimb_means <- as.data.frame(colMeans(Hu_hindlimb, na.rm=TRUE))
ped_hindlimb[3,15:18]=Hu_hindlimb_means[1:4,1]
ped_hindlimb


Sa_dorsum <- ped_dorsum[c(4,22,70),(14:18)]
Sa_dorsum_means <- as.data.frame(colMeans(Sa_dorsum, na.rm=TRUE))
ped_dorsum[70,14:18]=Sa_dorsum_means[1:5,1]
ped_dorsum

Sa_forelimb <- ped_forelimb[c(4,22,70),(14:18)]
Sa_forelimb_means <- as.data.frame(colMeans(Sa_forelimb, na.rm=TRUE))
ped_forelimb[70,14:18]=Sa_forelimb_means[1:5,1]
ped_forelimb

Sa_hindlimb <- ped_hindlimb[c(4,22,70),(14:18)]
Sa_hindlimb_means <- as.data.frame(colMeans(Sa_hindlimb, na.rm=TRUE))
ped_hindlimb[70,14:18]=Sa_hindlimb_means[1:5,1]
ped_hindlimb

```



```{r}
write.table(ped_dorsum, file="Spec_Results/Ped_Files/ped_dorsum.txt", sep="\t", row.names = FALSE, na="", col.names = TRUE, quote=FALSE)
write.table(ped_forelimb, file="Spec_Results/Ped_Files/ped_forelimb.txt", sep="\t", row.names = FALSE, na="", col.names = TRUE, quote=FALSE)
write.table(ped_hindlimb, file="Spec_Results/Ped_Files/ped_hindlimb.txt", sep="\t", row.names = FALSE, na="", col.names = TRUE, quote=FALSE)
```

Change IDs to numbers for easier Merlin analysis
```{r}
ped_dorsum_nums <- ped_dorsum
for (y in c(1:88))
{ped_dorsum_nums <- replace.value(ped_dorsum_nums, c("Individual_ID", "Parent_1", "Parent_2"), from=individual_key[y,1], to=individual_key[y,2])}
```

```{r}
ped_forelimb_nums <- ped_forelimb
for (y in c(1:88))
{ped_forelimb_nums <- replace.value(ped_forelimb_nums, c("Individual_ID", "Parent_1", "Parent_2"), from=individual_key[y,1], to=individual_key[y,2])}
```

```{r}
ped_hindlimb_nums <- ped_hindlimb
for (y in c(1:88))
{ped_hindlimb_nums <- replace.value(ped_hindlimb_nums, c("Individual_ID", "Parent_1", "Parent_2"), from=individual_key[y,1], to=individual_key[y,2])}
```


```{r}
write.table(ped_dorsum_nums, file="Spec_Results/Ped_Files/ped_dorsum_all.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
write.table(ped_forelimb_nums, file="Spec_Results/Ped_Files/ped_forelimb_all.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
write.table(ped_hindlimb_nums, file="Spec_Results/Ped_Files/ped_hindlimb_all.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
```



Separate ASIP ped file and save
```{r}
ped_dorsum_asip <- subset(ped_dorsum_nums, select=c(Fam:asip2, rotation_score:H1))
ped_dorsum_asip

ped_forelimb_asip <- subset(ped_forelimb_nums, select=c(Fam:asip2, B2:H1))
ped_forelimb_asip

ped_hindlimb_asip <- subset(ped_hindlimb_nums, select=c(Fam:asip2, B2:H1))
ped_hindlimb_asip
```

```{r}
write.table(ped_dorsum_asip, file="Spec_Results/Ped_Files/ped_dorsum_asip.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
write.table(ped_forelimb_asip, file="Spec_Results/Ped_Files/ped_forelimb_asip.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
write.table(ped_hindlimb_asip, file="Spec_Results/Ped_Files/ped_hindlimb_asip.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
```


Separate mc1r ped file and save
```{r}
ped_dorsum_mc1r <- subset(ped_dorsum_nums, select= c(Fam:Sex,mc1r1:mc1r2, rotation_score:H1))
ped_dorsum_mc1r

ped_forelimb_mc1r <- subset(ped_forelimb_nums,select= c(Fam:Sex,mc1r1:mc1r2, B2:H1))
ped_forelimb_mc1r

ped_hindlimb_mc1r <- subset(ped_hindlimb_nums,select= c(Fam:Sex,mc1r1:mc1r2, B2:H1))
ped_hindlimb_mc1r
```

```{r}
write.table(ped_dorsum_mc1r, file="Spec_Results/Ped_Files/ped_dorsum_mc1r.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
write.table(ped_forelimb_mc1r, file="Spec_Results/Ped_Files/ped_forelimb_mc1r.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
write.table(ped_hindlimb_mc1r, file="Spec_Results/Ped_Files/ped_hindlimb_mc1r.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
```


Separate bsn2 ped file and save
```{r}
ped_dorsum_bsn2 <- subset(ped_dorsum_nums, select= c(Fam:Sex,bsn2.1:bsn2.2, rotation_score:H1))
ped_dorsum_bsn2

ped_forelimb_bsn2 <- subset(ped_forelimb_nums,select= c(Fam:Sex,bsn2.1:bsn2.2, B2:H1))
ped_forelimb_bsn2

ped_hindlimb_bsn2 <- subset(ped_hindlimb_nums,select= c(Fam:Sex,bsn2.1:bsn2.2, B2:H1))
ped_hindlimb_bsn2
```

```{r}
write.table(ped_dorsum_bsn2, file="Spec_Results/Ped_Files/ped_dorsum_bsn2.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
write.table(ped_forelimb_bsn2, file="Spec_Results/Ped_Files/ped_forelimb_bsn2.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
write.table(ped_hindlimb_bsn2, file="Spec_Results/Ped_Files/ped_hindlimb_bsn2.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
```


separate retsat ped file and save
```{r}
ped_dorsum_retsat <- subset(ped_dorsum_nums, select= c(Fam:Sex,retsat1:retsat2, rotation_score:H1))
ped_dorsum_retsat

ped_forelimb_retsat <- subset(ped_forelimb_nums, select= c(Fam:Sex,retsat1:retsat2, B2:H1))
ped_forelimb_retsat

ped_hindlimb_retsat <- subset(ped_hindlimb_nums, select= c(Fam:Sex,retsat1:retsat2, B2:H1))
ped_hindlimb_retsat
```

```{r}
write.table(ped_dorsum_retsat, file="Spec_Results/Ped_Files/ped_dorsum_retsat.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
write.table(ped_forelimb_retsat, file="Spec_Results/Ped_Files/ped_forelimb_retsat.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
write.table(ped_hindlimb_retsat, file="Spec_Results/Ped_Files/ped_hindlimb_retsat.txt", sep="\t", row.names = FALSE, na="x", col.names = FALSE, quote=FALSE)
```

```{r}
ped_dorsum_asip$genotype <- paste(ped_dorsum_asip$asip1,ped_dorsum_asip$asip2)
ped_dorsum_asip_new <- ped_dorsum_asip[ped_dorsum_asip$genotype!="x x",]
asip_rot <- ggplot(data=ped_dorsum_asip_new) + geom_boxplot(mapping=aes(x=genotype, y=rotation_score)) + ggtitle("Asip: Rotation")
```

```{r}
ped_dorsum_asip$genotype <- paste(ped_dorsum_asip$asip1,ped_dorsum_asip$asip2)
ped_dorsum_asip_new <- ped_dorsum_asip[ped_dorsum_asip$genotype!="x x",]

asip_B2 <- ggplot(data=ped_dorsum_asip_new) + geom_boxplot(mapping=aes(x=genotype, y=B2)) + ggtitle("Asip: Dorsal B2")
```

```{r}
ped_dorsum_asip$genotype <- paste(ped_dorsum_asip$asip1,ped_dorsum_asip$asip2)
ped_dorsum_asip_new <- ped_dorsum_asip[ped_dorsum_asip$genotype!="x x",]

asip_S1R <- ggplot(data=ped_dorsum_asip_new) + geom_boxplot(mapping=aes(x=genotype, y=S1R)) + ggtitle("Asip: Dorsal S1R")
```

```{r}
#png(file="C:/Users/emmid/Desktop/Research/Figures/asip_tables.png")
grid.arrange(asip_rot, asip_B2, asip_S1R, nrow=2)
#dev.off()
```


```{r}
ped_dorsum_bsn2$genotype <- paste(ped_dorsum_bsn2$bsn2.1,ped_dorsum_bsn2$bsn2.2)
ped_dorsum_bsn2_new <- ped_dorsum_bsn2[ped_dorsum_bsn2$genotype!="x x",]

bsn2_rot <- ggplot(data=ped_dorsum_bsn2_new) + geom_boxplot(mapping=aes(x=genotype, y=rotation_score)) + ggtitle("Bsn: Rotation")
```

```{r}
ped_hindlimb_bsn2$genotype <- paste(ped_dorsum_bsn2$bsn2.1,ped_hindlimb_bsn2$bsn2.2)
ped_hindlimb_bsn2_new <- ped_hindlimb_bsn2[ped_hindlimb_bsn2$genotype!="x x",]
bsn2_S1G <- ggplot(data=ped_hindlimb_bsn2_new) + geom_boxplot(mapping=aes(x=genotype, y=S1G)) + ggtitle("Bsn: Hindlimb S1G")
```

```{r}
#png(file="C:/Users/emmid/Desktop/Research/Figures/bsn2_tables.png")
grid.arrange(bsn2_rot, bsn2_S1G, ncol=2, widths=c(10,10), heights=c(10,10))
#dev.off()
```


```{r}
ped_dorsum_mc1r$genotype <- paste(ped_dorsum_mc1r$mc1r1,ped_dorsum_mc1r$mc1r2)
ped_dorsum_mc1r_new <- ped_dorsum_mc1r[ped_dorsum_mc1r$genotype!="x x",]

mc1r_rot <- ggplot(data=ped_dorsum_mc1r_new) + geom_boxplot(mapping=aes(x=genotype, y=rotation_score)) + ggtitle("Mc1r: Rotation")
```

```{r}
ped_hindlimb_mc1r$genotype <- paste(ped_hindlimb_mc1r$mc1r1,ped_hindlimb_mc1r$mc1r2)
ped_hindlimb_mc1r_new <- ped_hindlimb_mc1r[ped_hindlimb_mc1r$genotype!="x x",]

mc1r_B2 <- ggplot(data=ped_hindlimb_mc1r_new) + geom_boxplot(mapping=aes(x=genotype, y=B2)) + ggtitle("Mc1r: Hindlimb B2")
```

```{r}
ped_hindlimb_mc1r$genotype <- paste(ped_hindlimb_mc1r$mc1r1,ped_hindlimb_mc1r$mc1r2)
ped_hindlimb_mc1r_new <- ped_hindlimb_mc1r[ped_hindlimb_mc1r$genotype!="x x",]

mc1r_S1R <- ggplot(data=ped_hindlimb_mc1r_new) + geom_boxplot(mapping=aes(x=genotype, y=S1R)) + ggtitle("Mc1r: Hindlimb S1R")
```

```{r}
ped_hindlimb_mc1r$genotype <- paste(ped_hindlimb_mc1r$mc1r1,ped_hindlimb_mc1r$mc1r2)
ped_hindlimb_mc1r_new <- ped_hindlimb_mc1r[ped_hindlimb_mc1r$genotype!="x x",]

mc1r_H1 <- ggplot(data=ped_hindlimb_mc1r_new) + geom_boxplot(mapping=aes(x=genotype, y=H1)) + ggtitle("Mc1r: Hindlimb Hue")
```

```{r}
#png(file="C:/Users/emmid/Desktop/Research/Figures/mc1r_tables.png")
grid.arrange(mc1r_rot, mc1r_B2, mc1r_S1R, nrow=2)
#dev.off()
```

```{r}
ped_dorsum_retsat$genotype <- paste(ped_dorsum_retsat$retsat1,ped_dorsum_retsat$retsat2)
ped_dorsum_retsat_new <- ped_dorsum_retsat[ped_dorsum_retsat$genotype!="x x",]

retsat_rot <- ggplot(data=ped_dorsum_retsat_new) + geom_boxplot(mapping=aes(x=genotype, y=rotation_score)) + ggtitle("Retsat: Rotation")
```

```{r}
ped_dorsum_retsat$genotype <- paste(ped_dorsum_retsat$retsat1,ped_dorsum_retsat$retsat2)
ped_dorsum_retsat_new <- ped_dorsum_retsat[ped_dorsum_retsat$genotype!="x x",]

retsat_S1Y <- ggplot(data=ped_dorsum_retsat_new) + geom_boxplot(mapping=aes(x=genotype, y=S1Y)) + ggtitle("Retsat: Dorsal S1Y")
```

```{r}
ped_dorsum_retsat$genotype <- paste(ped_dorsum_retsat$retsat1,ped_dorsum_retsat$retsat2)
ped_dorsum_retsat_new <- ped_dorsum_retsat[ped_dorsum_retsat$genotype!="x x",]

retsat_S1R <- ggplot(data=ped_dorsum_retsat_new) + geom_boxplot(mapping=aes(x=genotype, y=S1R))  + ggtitle("Retsat: Dorsal Red")
```

```{r}
ped_dorsum_retsat$genotype <- paste(ped_dorsum_retsat$retsat1,ped_dorsum_retsat$retsat2)
ped_dorsum_retsat_new <- ped_dorsum_retsat[ped_dorsum_retsat$genotype!="x x",]

retsat_H1 <- ggplot(data=ped_dorsum_retsat_new) + geom_boxplot(mapping=aes(x=genotype, y=H1))  + ggtitle("Retsat: Dorsal Hue")
```

```{r}
#png(file="C:/Users/emmid/Desktop/Research/Figures/retsat_tables.png")
grid.arrange(retsat_rot, retsat_S1Y, retsat_H1, nrow=2)
#dev.off()
```

```{r}
png(file="C:/Users/emmid/Desktop/Research/Figures/boxplots.png")
grid.arrange(asip_rot,asip_B2,bsn2_rot,mc1r_rot,mc1r_B2,retsat_rot,retsat_S1Y, ncol=3, widths=c(15,15,15))
dev.off()
```


```{r}

asip_B2_new <- ggplot(data=ped_dorsum_asip_new) + geom_boxplot(mapping=aes(x=genotype, y=B2))+xlab("Asip genotype")+ylab("Dorsal Coloration")+theme(text= element_text(size=20))
asip_B2_new

mc1r_rot_new <- ggplot(data=ped_dorsum_mc1r_new) + geom_boxplot(mapping=aes(x=genotype, y=rotation_score))+xlab("Mc1r genotype")+ylab("Dorsal Pattern")+theme(text= element_text(size=20))
mc1r_rot_new

png(file="C:/Users/emmid/Desktop/Research/Figures/asip_boxplot.png")
asip_B2_new
dev.off()

png(file="C:/Users/emmid/Desktop/Research/Figures/mc1r_boxplot.png")
mc1r_rot_new
dev.off()
```


